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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025
Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025
Towards Better Robustness Against Natural Corruptions in Document Tampering Localization AAAI 2025
Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025
Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025
On the Power of Strategic Corpus Enrichment in Content Creation Games AAAI 2025
Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025
Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection AAAI 2025
Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025
Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation AAAI 2025
BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025
Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation AAAI 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025
Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025
UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition CVPR 2025
ABC-Former: Auxiliary Bimodal Cross-domain Transformer with Interactive Channel Attention for White Balance CVPR 2025
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues CVPR 2025
OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages EMNLP 2025
CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025
I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025